These factors, including manifestation in the advanced stage of liver diseases, heightened AFP values, and the association with vascular invasion, collectively contribute to poor survival outcomes in patients with PNS, confirming the conclusions drawn by Chang et al. in their study [6]. The gene discussed is AFP; the disease is paraneoplastic neurologic syndrome.